mikhin jev
Cheap triage of a PR's files before a human or a model reads them. Jev does not read code the way an LLM does: it scores a state against a rubric and returns probabilities. Treat the output as "which files deserve attention", not as findings.
Run
bash "$CLAUDE_PLUGIN_ROOT/skills/jev/scripts/jev-diff.sh" [base-ref]
Needs AI_GATEWAY_API_KEY in the environment (a Vercel AI Gateway key of the team that pays), jq, gh. Base resolves like all-check: PR base, else the release/* branch, else main. Specs, src/api/ and lockfiles are skipped; each remaining file goes in as its own diff, capped at 60 KB.
Questions live in scripts/questions.json; a repo can override them with .jev-questions.json at its root.
Report
One line per file, sorted by bug_risk.score descending: file → score → the booleans that came back above 0.5. Nothing else. A run costs a fraction of a cent.
Evaluation period
While Jev is on trial, after every run note in memory what it flagged and what the review (human, Copilot, codex) actually found, so the trial ends on data, not on impression.